The snakes are currently under the care of Wildlife SOS and will be released into their natural habitat, once deemed fit.
The NGO in a statement said its Rapid Response unit received a call about two snake charmers in a residential colony in Dwarka's Sector-15, who were exploiting the snakes to dupe the public into believing that they brought good luck and had medicinal values.
A two-member rescue team arrived at the location and rescued the snakes with the help of police.